bias · GitHub Topics

charlax / engineering-management

有关工程管理以及技术leader相关资源

management engineering-management decisions article bias employee-handbook culture leader

Shell 7.77 k

9 天前

interpretml / interpret

#计算机科学#Fit interpretable models. Explain blackbox machine learning.

机器学习 interpretability gradient-boosting blackbox scikit-learn xai interpretml interpretable-machine-learning interpretable-ai transparency interpretable-ml explainable-ml explainability bias 人工智能 explainable-ai differential-privacy

C++ 6.53 k

6 天前

Trusted-AI / AIF360

#计算机科学#A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

人工智能 fairness-ai fairness fairness-testing fairness-awareness-model bias-detection bias bias-correction bias-reduction bias-finder 机器学习深度学习 codait trusted-ai R Python

Python 2.6 k

6 个月前

EthicalML / xai

#计算机科学#XAI - An eXplainability toolbox for machine learning

explainability xai 机器学习人工智能 bias explainable-ai explainable-ml interpretability xai-library evaluation upsampling feature-importance

Python 1.18 k

4 年前

dssg / aequitas

Bias Auditing & Fair ML Toolkit

fairness bias fairness-testing

Python 722

1 个月前

lukasz-madon / awesome-concepts

#Awesome# Awesome list about all kinds of interesting topics: Laws, Principles, Mental Models, Cognitive Biases

Awesome Lists bias

507

1 年前

amanchadha / coursera-gan-specialization

#计算机科学#Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai

Coursera Generative Adversarial Network gans generative-model deeplearning-ai stylegan dcgan wgan pix2pix PyTorch conditional-gan bias bias-detection biggan data-augmentation 人工智能深度学习神经网络

Jupyter Notebook 471

4 年前

explainX / explainx

#计算机科学#Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ ms...

explainable-ai 机器学习 interpretability blackbox xai interpretable-ai transparency bias interpretable-machine-learning aws-sagemaker explainability explainable-ml machine-learning-interpretability scikit-learn

Jupyter Notebook 436

10 个月前

datamllab / awesome-fairness-in-ai

#计算机科学#A curated list of awesome Fairness in AI resources

fairness 机器学习深度学习 xai interpretability bias 人工智能

322

2 年前

twitter-research / image-crop-analysis

#计算机科学#Code for reproducing our analysis in the paper titled: Image Cropping on Twitter: Fairness Metrics, their Limitations, and the Importance of Representation, Design, and Agency

机器学习机器视觉图像处理 bias fairness-ml fairness research

Jupyter Notebook 253

4 年前

acbull / Unbiased_LambdaMart

Code for WWW'19 "Unbiased LambdaMART: An Unbiased Pairwise Learning-to-Rank Algorithm", which is based on LightGBM

learning-to-rank lightgbm bias

C++ 225

6 年前

blindpad / blindpad

#面试#Collaborative text editor (like Google Docs or CoderPad) with integrated semi-anonymizing voice chat intended to help reduce bias in technical communication.

WebRTC text-editor crdt bias collaboration 面试 peer coding-interviews

TypeScript 222

8 年前